Results 271 to 280 of about 298,825 (343)
Sparse-selective quantization for real-time cyber threat detection in large-scale networks. [PDF]
PLoS OneXie Y, Wang R, Dong L.
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Dynamic sparse point voxel transformer for 3D point cloud instance segmentation of dormant apple trees. [PDF]
Plant PhenomicsDu R, Li S, Xu K, Cheng L, Jiang Y.
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StudentNet: an edge-deployable approach for student behavior detection in smart classrooms. [PDF]
Front Comput NeurosciAi L, Hu H.
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A Lightweight End-to-End Framework for Real-Time Vehicle-Ejected Debris Detection on Edge Devices. [PDF]
Sensors (Basel)Xu Y, Chen N, Wen H, Zhuang J.
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Edge-Optimized Semi-Supervised Deep Learning for Power Line Component Inspection. [PDF]
Sensors (Basel)Surantha N, Zhang H, Watanabe D.
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AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration
Conference on Machine Learning and Systems, 2023Large language models (LLMs) have transformed numerous AI applications. On-device LLM is becoming increasingly important: running LLMs locally on edge devices can reduce cloud computing costs and protect users' privacy.
Ji Lin +9 more
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IEEE Transactions on Information Theory, 1998
Summary: The history of the theory and practice of quantization dates to 1948, although similar ideas had appeared in the literature as long ago as 1898. The fundamental role of quantization in modulation and analog-to-digital conversion was first recognized during the early development of pulse-code modulation systems, especially in the 1948 paper of \
Robert M. Gray, David L. Neuhoff
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Summary: The history of the theory and practice of quantization dates to 1948, although similar ideas had appeared in the literature as long ago as 1898. The fundamental role of quantization in modulation and analog-to-digital conversion was first recognized during the early development of pulse-code modulation systems, especially in the 1948 paper of \
Robert M. Gray, David L. Neuhoff
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2006 IEEE International Symposium on Information Theory, 2006
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Akshay Kashyap +2 more
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zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Akshay Kashyap +2 more
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